Table 4.

Themes emerged from the review.

Theme	Pointer	Details	Source
Generative AI in Education	Adaptability to Medical Ed.	Generative AI, like ChatGPT, is adaptable to various levels of medical education and can be extended to patient and public health education.	Zhang et al[15]
Medical Education Publications	Growing Interest	The JMIR theme issue on generative language models in medical education attracted a range of submissions, indicating a significant interest in the topic.
Competency Framework for Personalized Precision Medicine	Determinants of Health	– Molecular to psychosocial disease mechanisms	Martin et al[16]
	Biomedical Informatics	– Data distinction, management, privacy, and analysis
	Practical Applications	– Omics technologies, biomarkers, pharmacogenetics, AI, and genetic counseling
	Participatory Health	– Patient involvement and communication skills
	Bioethics	– Ethical principles and data handling in precision medicine
	Transversal Competencies	– Management, leadership, and cross-disciplinary collaboration